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Why use 3d CNN not 2d CNN in your paper? #34

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dzpdzpdzp opened this issue Sep 1, 2019 · 1 comment
Open

Why use 3d CNN not 2d CNN in your paper? #34

dzpdzpdzp opened this issue Sep 1, 2019 · 1 comment

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@dzpdzpdzp
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dzpdzpdzp commented Sep 1, 2019

您好,请问一下在您的论文里为什么使用是3D卷积而不是2D卷积呢?
3D卷积在这里相对于2D卷积带来了什么优势呢?有没有什么公式或者数学上的解释或者之类的?
还有就是filter设定为【3,3,3】这个大小设定是试验出来的吗?如果是,还试了哪些?
谢谢!

@xyzhou-puck
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您好,3D 卷积主要是可以考虑turn,response,utterance 之间的信息,所以使用了3D 卷积。

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